# Tair

>[Alibaba Cloud Tair](https://www.alibabacloud.com/help/en/tair/latest/what-is-tair) is a cloud native in-memory database service 
> developed by `Alibaba Cloud`. It provides rich data models and enterprise-grade capabilities to 
> support your real-time online scenarios while maintaining full compatibility with open-source `Redis`. 
> `Tair` also introduces persistent memory-optimized instances that are based on 
> new non-volatile memory (NVM) storage medium.

## Installation and Setup

Install Tair Python SDK:

```bash
pip install tair
```

## Vector Store

```python
from langchain_community.vectorstores import Tair
```

See a [usage example](/docs/integrations/vectorstores/tair).
